##### WITH NEW RULES AND SCORES #####

# SUMMARY for threshold 5.0:
# Correctly non-spam: 838114  45.885%  (99.683% of non-spam corpus)
# Correctly spam:     822096  45.008%  (83.396% of spam corpus)
# False positives:      2663  0.146%  (0.317% of nonspam,  97566 weighted)
# False negatives:    163682  8.961%  (16.604% of spam, 427667 weighted)
# Average score for spam:  8.7    nonspam: 0.5
# Average for false-pos:   6.2  false-neg: 2.6
# TOTAL:              1826555  100.00%

Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 104339  99.54%
# Correctly spam:     103292  83.97%
# False positives:       483  0.46%
# False negatives:     19719  16.03%
# TCR(l=50): 2.804053  SpamRecall: 83.970%  SpamPrec: 99.535%

##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 832113  98.97%
# Correctly spam:     320802  32.54%
# False positives:      8664  1.03%
# False negatives:    664976  67.46%
# TCR(l=50): 0.897650  SpamRecall: 32.543%  SpamPrec: 97.370%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 103761  98.99%
# Correctly spam:      40154  32.64%
# False positives:      1061  1.01%
# False negatives:     82857  67.36%
# TCR(l=50): 0.905112  SpamRecall: 32.643%  SpamPrec: 97.426%